Variants of RDF2vec include the use of different heuristics for biasing the walks [1]}; [2]} evaluate multiple heuristics for biasing the walks or alternative walk strategies.
Very few authors tried to change the training objective of RDF2vec.
Besides word2vec, the GloVe [3]} algorithm has also been used [4]}.
